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Partnership connects muncipal finance data with academic researchers

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Partnership connects muncipal finance data with academic researchers

The University of Chicago Harris School of Public Policy’s Center for Municipal Finance is joining forces with Investortools, a fixed income software and data company, to make more data on the municipal finance sector available to academics. It’s the first step in an expansion of the center’s resources as it looks to become the premier destination for municipal finance researchers.

Inspired by a decade-old program at the University of Chicago Booth School of Business, the data distribution partnership will connect researchers looking to publish in scholarly journals with data points gathered by Investortools and chosen by the center.

The center will adjust its data points based on feedback from researchers, CMF Director Justin Marlowe said, and the researchers will be able to choose from different data segments.

“We chose data points that we believe are most in demand among researchers,” said Justin Marlowe, director of the University of Chicago Harris School of Public Policy’s Center for Municipal Finance.

“We chose data points that we believe are most in demand among researchers,” Marlowe said, adding that the partnership is a win for the university because of Investortools’ decades of leadership in the municipal finance industry.

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“Their data from government financial statements are widely known as the most comprehensive and reliable in the business,” he said. “And perhaps more important, they are thought leaders who believe high-quality academic research can add tremendous value to practice.”

Investortools pulls data from the audited financial statements of city, county and state governments; the data spans everything from school districts to hospitals to transportation authorities. Its database covers all local governments with populations over 20,000, said Richard Ciccarone, president emeritus of Merritt Research Services, a subsidiary of Investortools, and includes 15 sectors in total. 

“It’s a pretty wide net of the credits that are really making a difference,” Ciccarone said.

Few academics can afford top-quality private sector data, and there are a lot of hurdles involved in signing contracts with data vendors, so the academics often wind up using inferior data, said Christopher Berry, the William and Alicia Townsend Friedman professor at the Harris School.

The new partnership gives academics access to Investortools data at lower pricing, and the center handles the administrative work and vetting of researchers.

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The Booth School has had a partnership with the Nielsen Corporation through the school’s Kilts Center for Marketing since 2012. Berry said that partnership “has led to some great research,” and has proved to be a stepping stone to other Booth School partnerships with private sector data vendors. 

“Our goal is to make the CMF a similar sort of academic repository for private sector data in the municipal finance industry,” he said. 

The Harris partnership is already producing results. One group of researchers is currently using Investortools data to examine how natural disasters impact the fiscal health of cities and counties, and to see if climate adaptation planning can act as a buffer. Another group is researching nonprofit hospitals, and how a hospital’s debt load affects the ratio of Medicaid to Medicare to privately insured patients as well as the mix of elective or non-elective procedures performed there.

The latter research recalls one of the earlier, sporadic partnerships that Merritt had with individual academics. Northwestern University Kellogg School of Business professor Thomas Prince used Merritt data to look at nonprofit hospitals; specifically, how bond ratings and debt insurance coverage affected operating performance.

Precursors to the more comprehensive Harris School partnership, those partnerships helped Ciccarone see how such collaboration could serve both parties’ interests, he said.

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“We’re going to learn a lot from this whole process,” he said. “All of public finance is going to benefit from the insights developed with the help of this program.”

In screening researchers who apply to use the data, Marlowe said, the center will be looking to answer questions that no one has asked thus far or to update previous knowledge with more recent results.

“The main criterion is that the researchers can articulate how the project might contribute to the academic literature,” he said. “Is it developing new measures of important concepts? If that potential contribution is clear and obvious, then we’re interested.” 

Jonathan Anderson, chief product officer at Investortools, said in a statement that the company expects its partnership with the university to deepen understanding of public finance, from the academic realm to market participants. 

“We have to speak more of a common language – that’s part of the goal,” said Ciccarone. “It starts with the data.”

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Iran issues its largest-ever currency denomination as accelerating inflation ravages a financial sector deemed a ‘Ponzi scheme’ even before the war | Fortune

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Iran issues its largest-ever currency denomination as accelerating inflation ravages a financial sector deemed a ‘Ponzi scheme’ even before the war | Fortune

Iran’s economy was already crashing before the U.S. and Israel launched a war against the Islamic republic three weeks ago, and the relentless bombing since then has wreaked even more havoc.

In fact, high inflation triggered mass protests in December and January, prompting the regime to massacre tens of thousands of its own citizens. President Donald Trump warned Tehran against further violence and began a military build-up that led to the current conflict.

Inflation has worsened and apparently is so bad now the government issued its largest-ever currency denomination: the 10 million rial note (equivalent to about $7).

The new currency went into circulation last week, according to the Financial Times, and comes just a month after the prior record holder, the 5 million rial, came out.

As prices continue to spiral higher while the war boosts demand for cash, long lines formed to withdraw the fresh banknotes, and supplies quickly ran out.

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Iran’s central bank said electronic payments are still the main methods for transactions, though the 10 million rial bill will “ensure public access to cash,” the FT reported.

But doubts about the viability of electronic payments have grown during the war as the U.S. and Israel target the regime’s levers of control.

In addition to bombing Islamic Revolutionary Guard Corps and Basij paramilitary forces, a data center for Bank Sepah was also hit on March 11. Sepah is the country’s largest bank and is responsible for paying salaries to the military and IRGC.

“Iran is already in the middle of a severe cash liquidity crisis,” Miad Maleki, a senior advisor at the Foundation for Defense of Democracies and a former Treasury Department official, said on X earlier this month. “As of Jan 2026, banks were running out of physical banknotes daily, with informal withdrawal caps of just $18–$30/day. Cash in circulation surged 49% YoY due to panic hoarding. The regime simply cannot pivot to cash payments, there isn’t enough physical currency in the system.”

Meanwhile, a currency collapse that began after last year’s U.S.-Israeli bombardment has fueled crippling inflation. The rial lost 60% of its value in the months after the 12-day war, and food inflation soared to 64% by October. It accelerated further to 105% by February, vaulting overall inflation to 47.5%.

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The exchange rate fell as low as 1.66 million rials per $1 last month, though it strengthened to about 1.5 million rials as the U.S. temporarily lifted sanctions on Iranian oil.

Heightened demand for cash further stresses a financial system that was considered dubious even before the current war started three weeks ago.

The failure of Ayandeh Bank late last year forced the regime to fold it into a state-run lender, underscoring how fragile the sector was as bad loans piled up to politically connected cronies.

“This was largely theater. In reality, Iran’s entire banking system is insolvent, its balance sheets sustained by fiction rather than assets,” Siamak Namazi, who was a U.S. hostage in Iran from 2015 to 2023, wrote in a report for the Middle East Institute in January.

During his captivity, he learned from imprisoned former officials and business elites that politically connected borrowers bribed assessors to inflate the value of properties, which were used to obtain massive loans.

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Instead of repaying the loans, borrowers just gave their properties to the bank, which sold them to other banks at a paper profit, according to Namazi. Those banks knew the properties were overvalued “garbage,” but played along in the scheme by dumping their own toxic assets in exchange and booking fictitious gains.

“The result is a closed-loop Ponzi scheme, sustained by mutual deception and regulatory complicity,” he added. “This practice has metastasized over the past 15 years and is far more extensive than this simplified description suggests. And this is only the banking system. Much of the rest of Iran’s economy is afflicted by similarly entrenched corruption and mismanagement.”

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Should investors have bought gold or the S&P 500 5 years ago?

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Should investors have bought gold or the S&P 500 5 years ago?
Image source: Getty Images

Remember 2020/21, when Covid-19 crashed stock markets? At their 2020 lows, the UK FTSE 100 and US S&P 500 indexes had collapsed by 35%. Nevertheless, 2020/21 was a great time to buy shares, because returns have been outstanding since.

But would I done better five years ago buying the S&P 500 or investing in gold, one of the world’s oldest stores of value?

Over the past five years, the S&P 500 has leapt by 70.4%. However, this capital gain excludes cash dividends — regular cash returns paid by some companies to shareholders.

Adding dividends, the S&P 500’s return jumps to 81.8%, turning $10,000 into $10,818. That works out at a compound yearly growth rate of 12.7%.

Then again, as a British investor, I buy US assets using pounds sterling. The US index’s return in GBP terms over five years is 13.6% a year. This equates to a five-year total return of 89.2% — still a handsome result for UK buyers of US shares.

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For many, gold is the ideal asset in times of trouble. First, it has several uses: as a store of value (often in bank vaults), for jewellery, and as an excellent conductor of electricity in electronics. Second, it is scarce: all the gold ever mined would fit into a cube with sides of under 23m.

As I write, the gold price stands at £3,484.50. This is up an impressive 178.5% over the past five years. That works out at a compound yearly growth rate of 22.7% a year — thrashing the S&P 500’s returns.

Of course, gold pays no income, but these bumper returns can more than make up for this omission. Then again, with the S&P 500 worth around $60trn, its gains have been enjoyed by a much larger cohort of investors

Thus, over the past five years, investors have made more money owning gold than investing in the S&P 500. And speaking of high-performing investments, here’s another hidden gem from spring 2021…

As an older investor (I turned 58 this month), my family portfolio is packed with boring, old-school FTSE 100 and FTSE 250 shares that pay generous dividends.

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For example, my family owns shares in Lloyds Banking Group (LSE: LLOY), whose stock has soared since 2021. As I write, Lloyds shares trade at 96.68p, valuing the Black Horse bank at £56.7bn.

Over one year, the shares are up 37.8%, easily beating major market indexes. Over five years, this stock has soared by 135.6% — comfortably beating most UK and US shares over this timescale.

Again, the above returns exclude dividends, which Lloyds stock pays out generously. Right now, its dividend yield is 3.8% a year, beating the wider FTSE 100’s yearly cash yield of 3.1%.

Earlier this year, Lloyds shares were riding high, peaking at 114.6p on 4 February. They have since fallen by 15.6%, driven down by the US-Iran war, soaring energy prices, and fears of an economic slowdown. Of course, if the UK endures another recession, banking revenues, profits, and cash flow could take a nasty hit.

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That said, sticky, above-target inflation hinders the Bank of England from cutting interest rates. This boosts Lloyds’ net interest margin, boosting its 2026 earnings. And that’s why we will keep holding tightly onto our Lloyds shares!

The post Should investors have bought gold or the S&P 500 5 years ago? appeared first on The Motley Fool UK.

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The Motley Fool UK has recommended Lloyds Banking Group. Cliff D’Arcy has an economic interest in Lloyds Banking Group shares. Views expressed on the companies mentioned in this article are those of the writer and therefore may differ from the official recommendations we make in our subscription services, such as Share Advisor, Hidden Winners and Pro. Here at The Motley Fool, we believe that considering a diverse range of insights makes us better investors.

Motley Fool UK 2026

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4 Smart Ways to Use Your Tax Return for Financial Planning

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4 Smart Ways to Use Your Tax Return for Financial Planning

(Image credit: Getty Images)

In my work helping people think through retirement planning decisions, I often see people focus heavily on preparing their tax return but spend very little time reviewing it afterward.

By the time tax season ends, most people treat the document like a receipt: They file it, save a copy somewhere and move on.

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